dc.contributor.authorBotella-Serrano, Marta
dc.contributor.authorVelasco, Jose Manuel
dc.contributor.authorSánchez Sánchez, Almudena
dc.contributor.authorGarnica, Óscar
dc.contributor.authorHidalgo, J. Ignacio
dc.date.accessioned2023-06-23T09:00:25Z
dc.date.available2023-06-23T09:00:25Z
dc.date.issued2023-02-22
dc.identifier.issn1664-2392
dc.identifier.urihttp://hdl.handle.net/20.500.12226/1551
dc.description.abstractBackgroundSleep quality disturbances are frequent in adults with type 1 diabetes. However, the possible influence of sleep problems on glycemic variability has yet to be studied in depth. This study aims to assess the influence of sleep quality on glycemic control.Materials and methodsAn observational study of 25 adults with type 1 diabetes, with simultaneous recording, for 14 days, of continuous glucose monitoring (Abbott FreeStyle Libre system) and a sleep study by wrist actigraphy (Fitbit Ionic device). The study analyzes, using artificial intelligence techniques, the relationship between the quality and structure of sleep with time in normo-, hypo-, and hyperglycemia ranges and with glycemic variability. The patients were also studied as a group, comparing patients with good and poor sleep quality. ResultsA total of 243 days/nights were analyzed, of which 77% (n = 189) were categorized as poor quality and 33% (n = 54) as good quality. Linear regression methods were used to find a correlation (r =0.8) between the variability of sleep efficiency and the variability of mean blood glucose. With clustering techniques, patients were grouped according to their sleep structure (characterizing this structure by the number of transitions between the different sleep phases). These clusters showed a relationship between time in range and sleep structure. ConclusionsThis study suggests that poor sleep quality is associated with lower time in range and greater glycemic variability, so improving sleep quality in patients with type 1 diabetes could improve their glycemic control.es
dc.language.isoenes
dc.titleEvaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabeteses
dc.typearticlees
dc.description.course2022-23es
dc.identifier.doihttps://doi.org/10.3389/fendo.2023.998881
dc.journal.titleFrontiers in Endocrinologyes
dc.publisher.departmentDepartamento de Psicología y Saludes
dc.publisher.facultyFacultad de Ciencias de la Salud y de la Educaciónes
dc.publisher.group970760 Adaptive And Bioinspired Systems Research Groupes
dc.relation.projectID10.3389/fendo.2023.998881es
dc.rights.accessRightsopenAccesses
dc.subject.keywordclustering techniqueses
dc.subject.keywordglucose behavior predictiones
dc.subject.keywordglycemic controles
dc.subject.keywordsleep structurees
dc.subject.keywordstatistical analysises
dc.volume.number14es


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